{"id":"W4379377132","doi":"10.1002/alz.13316","title":"Rare neurovascular genetic and imaging markers across neurodegenerative diseases","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Cerebrovascular and genetic disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Thunder Bay Regional Research Institute; McMaster University; Hamilton Health Sciences; Centre for Addiction and Mental Health; Ottawa Hospital; Bruyère; St. Joseph’s Healthcare Hamilton; Heart and Stroke Foundation; St Joseph's Health Care; Public Health Ontario; St Joseph's Health Centre; Toronto Western Hospital; University Health Network; Occupational Cancer Research Centre; Sinai Health System; Baycrest Hospital; Ontario Brain Institute; St. Michael's Hospital; Sunnybrook Health Science Centre; University of Ottawa; McGill University; Toronto Dementia Research Alliance; Western University; University of Toronto; Montreal Neurological Institute and Hospital","funders":"","keywords":"Neurovascular bundle; Neuroimaging; Disease; Medicine; Magnetic resonance imaging; Neuroscience; Pathology; Bioinformatics; Psychology; Psychiatry; Biology; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001096581,0.0002267849,0.0002491028,0.00008696849,0.0001983543,0.00007263291,0.0001000172,0.00003413361,0.0001816469],"category_scores_gemma":[0.00003613295,0.0002174602,0.0001995013,0.0003354815,0.0001458161,0.00007262429,0.0001817087,0.00010084,0.0001112166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002154248,"about_ca_system_score_gemma":0.00004179447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005644999,"about_ca_topic_score_gemma":0.00001876047,"domain_scores_codex":[0.9983994,0.00007343395,0.0002244003,0.0005255785,0.0003169603,0.0004601626],"domain_scores_gemma":[0.9992055,0.00003064396,0.00004190801,0.0004383796,0.00006034339,0.0002231725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001023602,0.000129805,0.6040421,0.00004863686,0.01051873,0.0003647799,0.0006787537,0.0001745875,0.001700205,0.00002047218,0.01652457,0.365695],"study_design_scores_gemma":[0.001668515,0.0000794155,0.9697114,0.00001803808,0.01138525,0.00006600157,0.0003947944,0.001924178,0.0009770871,0.00006175547,0.01344761,0.0002659385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8666706,0.1305867,0.0001939107,0.00103434,0.0003282909,0.0005570527,0.0000272526,0.0002131021,0.0003887046],"genre_scores_gemma":[0.9970887,0.001129384,0.0003857184,0.001055686,0.00009098305,0.00004721813,0.0001092186,0.0000560976,0.00003700469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3656693,"threshold_uncertainty_score":0.8867771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307071463823462,"score_gpt":0.2655473291513529,"score_spread":0.2524766145131183,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}